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Intelligent Error Surveillance
Improving Patient Safety
In America’s Hospitals
www.vicharahealth.com
Mission:
To develop the standard by which hospitals quantify harm
The Team
www.vicharahealth.com
o Former AHA-NPSF National
Patient Safety Fellow
o Pharmacist
o Lean/Six Sigma black belt
o Focus patient safety
o 15 years in hospital senior
management
o Deep network of connections in
hospital quality and safety
community
CEO: Pranish Kantesaria, PharmD
www.vicharahealth.com
o Doctorate in Computer Science
o Post Doctoral Fellow at UT
Austin – machine learning
o Specialization in evolutionary
computation
o Co-founder Finchbeak LLC –
applying AI to social games
CTO: Joel Lehman, PhD
The Problem
www.vicharahealth.com
Medical Errors are the
3rd leading cause of
death in the US
Hospital Patients Car Accidents
305,000
34,000
770,000
Harmed
Killed
www.vicharahealth.com
Patient Harm In 2014
Total Patients in
US Hospitals:
36,156,245
www.vicharahealth.com
Other
Additional
Medical Costs
$17 Billion
$19.5 Billion
Total
Cost of Medical Errors
www.vicharahealth.com
o Liability Payments
o Malpractice Premiums
o Legal Billing
o Leapfrog Group Scores
o Rejected Claims
o DRG Maximization
o Length of Stay
o Readmissions
o Marketing
o Community Relations
o Pt. Satisfaction (HCAHPS)
o Culture of Safety Scores
o Reimbursement (VBP)
o Staff Turnover
o Leapfrog Rating
o Effective use of Quality and
Safety Resources
o Clinical Decision Support
Development
o Leverage with Payers
o Statistical Process Control Use
o Staff Evaluations
Errors Affect:
www.vicharahealth.com
Better Tools
Already Exist
www.vicharahealth.com
Error Reporting
20%
80%
Voluntary Reporting
Reported
Errors
Unreported
Errors
80%
20%
Trigger Tools
Reported
Errors
Unreported
Errors
www.vicharahealth.com
Average Chart Review:
20 min
Workday:
8 Hours
Average Size:
100 Beds
Staff Required:
5.5 FTE
Hospital Burden
The Solution
www.vicharahealth.com
Intelligent Error Surveillance
www.vicharahealth.com
o Scans discharged patient records and looks for
errors and near misses
o Uses machine learning algorithms to combine data
points into a comprehensive picture
o Same way a clinician would when reviewing a chart
Intelligent Error Surveillance
www.vicharahealth.com
Complete
Controlled
Efficient
Intelligent Errors Surveillance
THANK YOU
pranish@vicharahealth.com
www.vicharahealth.com
317-800-1564

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